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cs.CL2026
MENTOR: Procedural Shielding of Tool-Using LLM Agents
Ashwani Anand, Ivi Chatzi, Ritam Raha +1
Tool-using LLM agents are increasingly used to automate workflows governed by procedural manuals, such as company rules for booking travel or procuring hardware. These manuals are…
cs.CL2026
MANTRA: Synthesizing SMT-Validated Compliance Benchmarks for Tool-Using LLM Agents
Ashwani Anand, Ivi Chatzi, Ritam Raha +1
Tool-using large language model (LLM) agents are increasingly deployed in settings where their reliable behavior is governed by strict procedural manuals. Ensuring that such agents…